Explorative Datenanalyse Report

1. Deskriptive Statistiken

Numerische Variablen

video_length_seconds wiedergabezeit_minuten durchschnittliche_wiedergabedauer_prozent gewonnene_abonnenten verlorene_abonnenten likes dislikes geteilte_inhalte kommentare audience_female_age18-24 audience_male_age18-24 audience_female_age25-34 audience_male_age25-34 audience_female_age35-44 audience_male_age35-44 audience_female_age45-54 audience_male_age45-54 audience_female_age55-64 audience_male_age55-64 audience_female_age65- audience_male_age65- audience_female_age13-17 audience_male_age13-17 Neue Zuschauer Klicks auf Abspannelement Klicks auf Infokartenteaser Klicks auf Infokarte „Mag ich nicht“-Bewertungen Im Feed angezeigt Impressionen Bewertung_Titel Gestaltung_Thumbnail durchschnittliche_wiedergabedauer
count 856.00 856.00 856.00 856.00 856.0 856.00 856.00 856.00 856.00 505.00 685.00 631.00 799.00 701.00 820.00 745.00 815.00 791.00 819.00 808.00 822.00 17.0 88.00 856.00 856.00 856.00 856.00 856.00 856.00 856.00 856.00 856.00 856.00
mean 298.45 92550.50 42.46 35.58 2.2 473.03 171.51 166.56 216.10 0.61 3.83 1.43 9.99 2.25 13.23 3.05 12.71 5.90 18.02 9.99 21.64 0.0 0.88 8207.45 200.76 2.22 0.86 173.69 4.10 783281.47 6.89 2.00 113.75
std 359.77 247861.82 18.20 82.48 4.1 1268.01 365.43 497.15 412.53 0.66 3.11 1.26 6.10 1.63 4.88 1.88 3.16 2.92 4.82 4.98 7.99 0.0 0.81 36944.65 459.40 9.49 7.17 371.39 72.25 1420368.81 0.72 0.73 95.11
min 61.00 260.00 0.00 0.00 0.0 1.00 0.00 0.00 0.00 0.00 0.10 0.20 0.40 0.30 1.40 0.20 1.20 0.30 1.50 0.40 1.40 0.0 0.00 6.00 0.00 0.00 0.00 0.00 0.00 10566.00 4.50 1.00 24.00
25% 116.00 4722.25 32.94 2.00 0.0 40.75 9.00 15.75 13.75 0.20 1.60 0.60 5.70 1.20 9.80 2.10 10.70 4.10 15.05 6.30 15.60 0.0 0.00 278.75 5.00 0.00 0.00 9.00 0.00 49389.50 6.50 1.00 62.75
50% 190.00 20725.50 46.29 9.00 1.0 131.00 43.00 44.00 72.00 0.40 2.90 1.10 8.60 1.90 12.70 2.80 12.30 5.70 18.00 9.50 21.65 0.0 1.00 1667.00 36.00 0.00 0.00 43.00 0.00 213196.00 6.50 2.00 89.00
75% 364.00 82887.00 55.96 34.25 3.0 415.25 171.00 133.25 228.00 0.70 5.10 1.90 13.10 2.80 15.82 3.60 14.50 7.20 21.15 12.90 27.50 0.0 1.00 6339.50 175.00 0.00 0.00 171.00 0.00 867486.25 7.50 3.00 136.25
max 5436.00 4170121.00 73.18 1248.00 44.0 15715.00 3761.00 8695.00 5589.00 5.30 21.20 14.20 58.30 17.80 35.10 31.20 24.20 31.90 38.40 32.90 44.50 0.0 5.00 948655.00 4945.00 169.00 136.00 3761.00 1684.00 18084157.00 8.50 3.00 1360.00

2. Streudiagramme

3. Boxplots

4. Korrelationsmatrix

Interpretation der Korrelationsmatrix:

Richtwerte für die Interpretation der Korrelationsstärke: